DrivAerNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Aerodynamic Vehicle Design | DrivAerNet++ | Pred Drag0.2607 | 10 | |
| Fluid-structure plausibility | DrivAerNet++ | Mean Fluid Divergence0.0371 | 6 | |
| Forward prediction | DrivAerNet++ | Relative L1 Error0.1655 | 5 | |
| Node-level regression | DrivAerNet++ | MSE3.63 | 5 | |
| Node-level regression | DrivAerNet | MSE4.16 | 5 | |
| 3D Shape Generation | DrivAerNet++ (Interpolation) | Chamfer Distance (CD)0.0117 | 4 | |
| Visual reconstruction | DrivAerNet++ parametric | PSNR21.0733 | 4 | |
| Aerodynamic drag prediction | DrivAerNet++ (test) | MSE0.0001 | 4 | |
| 3D Shape Extrapolation | DrivAerNet++ Multi-Parameter (4) | MMD0.03 | 3 | |
| 3D Shape Extrapolation | DrivAerNet++ Single Parameter | MMD0.03 | 3 |
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